We can apply logic to anything and everything. What makes computer science singularly deserving of this label?
Are you familiar with the philosophy of logic and philosophical logic? Or formal semantics, which utilizes tools from the fields of symbolic logic and mathematics to generate (very precise) theories around the semantics of natural language expressions?